Overview

Brought to you by YData

Dataset statistics

Number of variables	29
Number of observations	1686
Missing cells	1
Missing cells (%)	< 0.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	382.1 KiB
Average record size in memory	232.1 B

Variable types

Numeric	12
Categorical	4
Text	12
DateTime	1

Alerts

`type` has constant value "audio_features"	Constant
`acousticness` is highly overall correlated with `energy`	High correlation
`energy` is highly overall correlated with `acousticness` and 1 other fields	High correlation
`loudness` is highly overall correlated with `energy`	High correlation
`time_signature` is highly imbalanced (76.6%)	Imbalance
`instrumentalness` has 706 (41.9%) zeros	Zeros
`key` has 152 (9.0%) zeros	Zeros

Reproduction

Analysis started	2025-10-23 02:50:54.347070
Analysis finished	2025-10-23 02:51:15.518493
Duration	21.17 seconds
Software version	ydata-profiling vv4.17.0
Download configuration	config.json

energy
Real number (ℝ)

High correlation

Distinct	624
Distinct (%)	37.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.66721607

Minimum	0.00161
Maximum	0.99
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.3 KiB

Quantile statistics

Minimum	0.00161
5-th percentile	0.33125
Q1	0.551
median	0.689
Q3	0.807
95-th percentile	0.932
Maximum	0.99
Range	0.98839
Interquartile range (IQR)	0.256

Descriptive statistics

Standard deviation	0.18490778
Coefficient of variation (CV)	0.27713328
Kurtosis	0.31366186
Mean	0.66721607
Median Absolute Deviation (MAD)	0.125
Skewness	-0.6763368
Sum	1124.9263
Variance	0.034190886
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.586	11	0.7%
0.872	10	0.6%
0.681	9	0.5%
0.787	9	0.5%
0.86	9	0.5%
0.668	8	0.5%
0.715	8	0.5%
0.781	8	0.5%
0.812	8	0.5%
0.507	8	0.5%
Other values (614)	1598	94.8%

Value	Count	Frequency (%)
0.00161	1	0.1%
0.00362	1	0.1%
0.00527	1	0.1%
0.04	1	0.1%
0.0516	1	0.1%
0.0559	1	0.1%
0.0561	1	0.1%
0.0582	1	0.1%
0.0823	1	0.1%
0.0867	1	0.1%

Value	Count	Frequency (%)
0.99	1	0.1%
0.989	1	0.1%
0.988	1	0.1%
0.986	1	0.1%
0.985	1	0.1%
0.982	2	0.1%
0.978	2	0.1%
0.972	1	0.1%
0.97	1	0.1%
0.967	1	0.1%

tempo
Real number (ℝ)

Distinct	1387
Distinct (%)	82.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	121.07094

Minimum	49.305
Maximum	209.688
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.3 KiB

Quantile statistics

Minimum	49.305
5-th percentile	80.09
Q1	100.05875
median	120.001
Q3	136.8335
95-th percentile	171.9705
Maximum	209.688
Range	160.383
Interquartile range (IQR)	36.77475

Descriptive statistics

Standard deviation	27.066029
Coefficient of variation (CV)	0.22355513
Kurtosis	-0.055617474
Mean	121.07094
Median Absolute Deviation (MAD)	18.922
Skewness	0.43640997
Sum	204125.6
Variance	732.56994
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
117.038	5	0.3%
144.941	4	0.2%
119.992	4	0.2%
159.92	4	0.2%
184.115	4	0.2%
150.062	4	0.2%
119.996	4	0.2%
93.2	4	0.2%
130.007	4	0.2%
101.061	4	0.2%
Other values (1377)	1645	97.6%

Value	Count	Frequency (%)
49.305	1	0.1%
50.827	1	0.1%
58.303	1	0.1%
62.881	1	0.1%
63.925	1	0.1%
65.043	1	0.1%
65.203	1	0.1%
67.086	1	0.1%
67.238	1	0.1%
67.528	1	0.1%

Value	Count	Frequency (%)
209.688	1	0.1%
204.028	1	0.1%
203.812	1	0.1%
203.006	1	0.1%
201.025	1	0.1%
199.997	1	0.1%
199.892	1	0.1%
197.98	1	0.1%
196.482	1	0.1%
196.12	1	0.1%

danceability
Real number (ℝ)

Distinct	551
Distinct (%)	32.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.6503618

Minimum	0.136
Maximum	0.979
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.3 KiB

Quantile statistics

Minimum	0.136
5-th percentile	0.366
Q1	0.54325
median	0.6645
Q3	0.769
95-th percentile	0.8865
Maximum	0.979
Range	0.843
Interquartile range (IQR)	0.22575

Descriptive statistics

Standard deviation	0.15772149
Coefficient of variation (CV)	0.24251345
Kurtosis	-0.31028225
Mean	0.6503618
Median Absolute Deviation (MAD)	0.1105
Skewness	-0.36551786
Sum	1096.51
Variance	0.024876067
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.671	12	0.7%
0.741	10	0.6%
0.848	10	0.6%
0.853	9	0.5%
0.742	9	0.5%
0.747	9	0.5%
0.704	9	0.5%
0.737	9	0.5%
0.646	8	0.5%
0.502	8	0.5%
Other values (541)	1593	94.5%

Value	Count	Frequency (%)
0.136	1	0.1%
0.138	1	0.1%
0.184	1	0.1%
0.191	1	0.1%
0.202	1	0.1%
0.209	1	0.1%
0.21	1	0.1%
0.215	1	0.1%
0.235	1	0.1%
0.249	1	0.1%

Value	Count	Frequency (%)
0.979	1	0.1%
0.975	1	0.1%
0.974	1	0.1%
0.97	1	0.1%
0.967	2	0.1%
0.964	2	0.1%
0.963	2	0.1%
0.962	1	0.1%
0.956	3	0.2%
0.951	1	0.1%

playlist_genre
Categorical

Distinct	28
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Memory size	13.3 KiB

pop	357
rock	235
hip-hop	227
latin	184
electronic	148
Other values (23)	535

Length

Max length	10
Median length	7
Mean length	5.3244365
Min length	3

Characters and Unicode

Total characters	8977
Distinct characters	25
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	pop
2nd row	pop
3rd row	pop
4th row	pop
5th row	pop

Common Values

Value	Count	Frequency (%)
pop	357	21.2%
rock	235	13.9%
hip-hop	227	13.5%
latin	184	10.9%
electronic	148	8.8%
gaming	100	5.9%
ambient	61	3.6%
r&b	50	3.0%
arabic	50	3.0%
punk	50	3.0%
Other values (18)	224	13.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
pop	357	21.2%
rock	235	13.9%
hip-hop	227	13.5%
latin	184	10.9%
electronic	148	8.8%
gaming	100	5.9%
ambient	61	3.6%
r&b	50	3.0%
arabic	50	3.0%
punk	50	3.0%
Other values (18)	224	13.3%

Most occurring characters

Value	Count	Frequency (%)
p	1262	14.1%
o	1061	11.8%
i	843	9.4%
c	604	6.7%
a	591	6.6%
n	590	6.6%
r	544	6.1%
l	487	5.4%
e	479	5.3%
h	461	5.1%
Other values (15)	2055	22.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	8977	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
p	1262	14.1%
o	1061	11.8%
i	843	9.4%
c	604	6.7%
a	591	6.6%
n	590	6.6%
r	544	6.1%
l	487	5.4%
e	479	5.3%
h	461	5.1%
Other values (15)	2055	22.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	8977	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
p	1262	14.1%
o	1061	11.8%
i	843	9.4%
c	604	6.7%
a	591	6.6%
n	590	6.6%
r	544	6.1%
l	487	5.4%
e	479	5.3%
h	461	5.1%
Other values (15)	2055	22.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	8977	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
p	1262	14.1%
o	1061	11.8%
i	843	9.4%
c	604	6.7%
a	591	6.6%
n	590	6.6%
r	544	6.1%
l	487	5.4%
e	479	5.3%
h	461	5.1%
Other values (15)	2055	22.9%

loudness
Real number (ℝ)

High correlation

Distinct	1311
Distinct (%)	77.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-6.7041311

Minimum	-43.643
Maximum	1.295
Zeros	0
Zeros (%)	0.0%
Negative	1684
Negative (%)	99.9%
Memory size	13.3 KiB

Quantile statistics

Minimum	-43.643
5-th percentile	-12.26875
Q1	-7.95025
median	-5.9745
Q3	-4.68725
95-th percentile	-3.17625
Maximum	1.295
Range	44.938
Interquartile range (IQR)	3.263

Descriptive statistics

Standard deviation	3.3770684
Coefficient of variation (CV)	-0.50372948
Kurtosis	21.94657
Mean	-6.7041311
Median Absolute Deviation (MAD)	1.5205
Skewness	-3.236981
Sum	-11303.165
Variance	11.404591
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-5.493	6	0.4%
-5.298	5	0.3%
-5.025	4	0.2%
-5.505	4	0.2%
-5.098	4	0.2%
-3.367	4	0.2%
-4.409	4	0.2%
-3.344	4	0.2%
-7.055	4	0.2%
-5.485	4	0.2%
Other values (1301)	1643	97.4%

Value	Count	Frequency (%)
-43.643	1	0.1%
-37.822	1	0.1%
-37.264	1	0.1%
-33.766	1	0.1%
-27.338	1	0.1%
-25.398	1	0.1%
-25.203	1	0.1%
-24.95	1	0.1%
-23.023	1	0.1%
-21.134	1	0.1%

Value	Count	Frequency (%)
1.295	1	0.1%
0.254	1	0.1%
-0.93	1	0.1%
-0.959	1	0.1%
-1.458	1	0.1%
-1.54	1	0.1%
-1.624	1	0.1%
-1.702	1	0.1%
-1.826	1	0.1%
-2.042	1	0.1%

liveness
Real number (ℝ)

Distinct	628
Distinct (%)	37.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.17157859

Minimum	0.021
Maximum	0.95
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.3 KiB

Quantile statistics

Minimum	0.021
5-th percentile	0.061225
Q1	0.0934
median	0.121
Q3	0.21
95-th percentile	0.403
Maximum	0.95
Range	0.929
Interquartile range (IQR)	0.1166

Descriptive statistics

Standard deviation	0.12395347
Coefficient of variation (CV)	0.72242969
Kurtosis	5.8439204
Mean	0.17157859
Median Absolute Deviation (MAD)	0.04
Skewness	2.1038811
Sum	289.2815
Variance	0.015364462
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.108	25	1.5%
0.115	24	1.4%
0.119	22	1.3%
0.104	21	1.2%
0.109	20	1.2%
0.11	18	1.1%
0.112	18	1.1%
0.106	18	1.1%
0.111	17	1.0%
0.127	15	0.9%
Other values (618)	1488	88.3%

Value	Count	Frequency (%)
0.021	1	0.1%
0.0219	1	0.1%
0.0245	1	0.1%
0.0293	1	0.1%
0.0318	1	0.1%
0.0327	1	0.1%
0.036	4	0.2%
0.0365	1	0.1%
0.0367	1	0.1%
0.0368	1	0.1%

Value	Count	Frequency (%)
0.95	1	0.1%
0.949	1	0.1%
0.839	1	0.1%
0.832	1	0.1%
0.831	1	0.1%
0.792	1	0.1%
0.79	1	0.1%
0.78	1	0.1%
0.724	1	0.1%
0.694	1	0.1%

valence
Real number (ℝ)

Distinct	717
Distinct (%)	42.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.52573654

Minimum	0.0348
Maximum	0.978
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.3 KiB

Quantile statistics

Minimum	0.0348
5-th percentile	0.145
Q1	0.339
median	0.528
Q3	0.72
95-th percentile	0.912
Maximum	0.978
Range	0.9432
Interquartile range (IQR)	0.381

Descriptive statistics

Standard deviation	0.23611322
Coefficient of variation (CV)	0.4491094
Kurtosis	-0.96787126
Mean	0.52573654
Median Absolute Deviation (MAD)	0.191
Skewness	-0.015955471
Sum	886.3918
Variance	0.055749452
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.465	8	0.5%
0.72	8	0.5%
0.57	7	0.4%
0.535	7	0.4%
0.886	7	0.4%
0.838	7	0.4%
0.774	7	0.4%
0.437	7	0.4%
0.564	7	0.4%
0.446	7	0.4%
Other values (707)	1614	95.7%

Value	Count	Frequency (%)
0.0348	1	0.1%
0.0356	2	0.1%
0.036	1	0.1%
0.038	2	0.1%
0.0381	2	0.1%
0.0395	1	0.1%
0.0454	1	0.1%
0.0509	2	0.1%
0.065	1	0.1%
0.0682	1	0.1%

Value	Count	Frequency (%)
0.978	1	0.1%
0.973	1	0.1%
0.972	2	0.1%
0.971	2	0.1%
0.97	2	0.1%
0.969	2	0.1%
0.967	1	0.1%
0.965	2	0.1%
0.964	4	0.2%
0.963	1	0.1%

track_artist
Text

Distinct	1033
Distinct (%)	61.3%
Missing	0
Missing (%)	0.0%
Memory size	13.3 KiB

Length

Max length	76
Median length	59
Mean length	15.588375
Min length	1

Characters and Unicode

Total characters	26282
Distinct characters	105
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	719 ?
Unique (%)	42.6%

Sample

1st row	Lady Gaga, Bruno Mars
2nd row	Billie Eilish
3rd row	Gracie Abrams
4th row	Sabrina Carpenter
5th row	ROSÉ, Bruno Mars

Value	Count	Frequency (%)
the	100	2.3%
lil	68	1.5%
bad	61	1.4%
bunny	60	1.4%
baby	31	0.7%
mc	23	0.5%
scott	23	0.5%
g	23	0.5%
	22	0.5%
future	22	0.5%
Other values (1677)	4003	90.2%

Most occurring characters

Value	Count	Frequency (%)
	2750	10.5%
e	2080	7.9%
a	2044	7.8%
i	1475	5.6%
n	1467	5.6%
o	1315	5.0%
r	1255	4.8%
l	1117	4.3%
,	873	3.3%
s	773	2.9%
Other values (95)	11133	42.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	26282	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	2750	10.5%
e	2080	7.9%
a	2044	7.8%
i	1475	5.6%
n	1467	5.6%
o	1315	5.0%
r	1255	4.8%
l	1117	4.3%
,	873	3.3%
s	773	2.9%
Other values (95)	11133	42.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	26282	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	2750	10.5%
e	2080	7.9%
a	2044	7.8%
i	1475	5.6%
n	1467	5.6%
o	1315	5.0%
r	1255	4.8%
l	1117	4.3%
,	873	3.3%
s	773	2.9%
Other values (95)	11133	42.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	26282	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	2750	10.5%
e	2080	7.9%
a	2044	7.8%
i	1475	5.6%
n	1467	5.6%
o	1315	5.0%
r	1255	4.8%
l	1117	4.3%
,	873	3.3%
s	773	2.9%
Other values (95)	11133	42.4%

time_signature
Categorical

Imbalance

Distinct	4
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	13.3 KiB

4	1558
3	92
5	29
1	7

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1686
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3
2nd row	4
3rd row	4
4th row	4
5th row	4

Common Values

Value	Count	Frequency (%)
4	1558	92.4%
3	92	5.5%
5	29	1.7%
1	7	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
4	1558	92.4%
3	92	5.5%
5	29	1.7%
1	7	0.4%

Most occurring characters

Value	Count	Frequency (%)
4	1558	92.4%
3	92	5.5%
5	29	1.7%
1	7	0.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1686	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
4	1558	92.4%
3	92	5.5%
5	29	1.7%
1	7	0.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1686	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
4	1558	92.4%
3	92	5.5%
5	29	1.7%
1	7	0.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1686	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
4	1558	92.4%
3	92	5.5%
5	29	1.7%
1	7	0.4%

speechiness
Real number (ℝ)

Distinct	711
Distinct (%)	42.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.10092633

Minimum	0.0232
Maximum	0.848
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.3 KiB

Quantile statistics

Minimum	0.0232
5-th percentile	0.0284
Q1	0.0379
median	0.0581
Q3	0.118
95-th percentile	0.329
Maximum	0.848
Range	0.8248
Interquartile range (IQR)	0.0801

Descriptive statistics

Standard deviation	0.099748327
Coefficient of variation (CV)	0.98832804
Kurtosis	5.0736638
Mean	0.10092633
Median Absolute Deviation (MAD)	0.0245
Skewness	2.1098835
Sum	170.1618
Variance	0.0099497287
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.138	11	0.7%
0.0343	10	0.6%
0.204	10	0.6%
0.0431	9	0.5%
0.0776	9	0.5%
0.0412	9	0.5%
0.0317	8	0.5%
0.0323	8	0.5%
0.106	8	0.5%
0.0336	8	0.5%
Other values (701)	1596	94.7%

Value	Count	Frequency (%)
0.0232	1	0.1%
0.0239	1	0.1%
0.024	1	0.1%
0.0243	1	0.1%
0.025	1	0.1%
0.0252	2	0.1%
0.0253	2	0.1%
0.0254	3	0.2%
0.0255	1	0.1%
0.0256	1	0.1%

Value	Count	Frequency (%)
0.848	1	0.1%
0.615	1	0.1%
0.591	1	0.1%
0.574	1	0.1%
0.53	2	0.1%
0.512	1	0.1%
0.499	1	0.1%
0.488	2	0.1%
0.484	1	0.1%
0.472	1	0.1%

track_popularity
Real number (ℝ)

Distinct	29
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	75.80605

Minimum	68
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.3 KiB

Quantile statistics

Minimum	68
5-th percentile	68
Q1	71
median	75
Q3	79
95-th percentile	88
Maximum	100
Range	32
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	6.0325319
Coefficient of variation (CV)	0.079578502
Kurtosis	0.51054111
Mean	75.80605
Median Absolute Deviation (MAD)	4
Skewness	0.89764523
Sum	127809
Variance	36.391441
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
70	131	7.8%
72	129	7.7%
73	126	7.5%
68	124	7.4%
71	116	6.9%
69	104	6.2%
74	103	6.1%
77	102	6.0%
75	100	5.9%
76	87	5.2%
Other values (19)	564	33.5%

Value	Count	Frequency (%)
68	124	7.4%
69	104	6.2%
70	131	7.8%
71	116	6.9%
72	129	7.7%
73	126	7.5%
74	103	6.1%
75	100	5.9%
76	87	5.2%
77	102	6.0%

Value	Count	Frequency (%)
100	3	0.2%
98	2	0.1%
97	3	0.2%
94	3	0.2%
93	14	0.8%
92	6	0.4%
90	9	0.5%
89	20	1.2%
88	28	1.7%
87	18	1.1%

track_href
Text

Distinct	1437
Distinct (%)	85.2%
Missing	0
Missing (%)	0.0%
Memory size	13.3 KiB

Length

Max length	56
Median length	56
Mean length	56
Min length	56

Characters and Unicode

Total characters	94416
Distinct characters	65
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1224 ?
Unique (%)	72.6%

Sample

1st row	https://api.spotify.com/v1/tracks/2plbrEY59IikOBgBGLjaoe
2nd row	https://api.spotify.com/v1/tracks/6dOtVTDdiauQNBQEDOtlAB
3rd row	https://api.spotify.com/v1/tracks/7ne4VBA60CxGM75vw0EYad
4th row	https://api.spotify.com/v1/tracks/1d7Ptw3qYcfpdLNL5REhtJ
5th row	https://api.spotify.com/v1/tracks/5vNRhkKd0yEAg8suGBpjeY

Value	Count	Frequency (%)
https://api.spotify.com/v1/tracks/6ai3ezq4o3huop6dhudph3	4	0.2%
https://api.spotify.com/v1/tracks/6watfblvb0x077xweovc2k	4	0.2%
https://api.spotify.com/v1/tracks/1es7auahqvapicoh3qmkdl	4	0.2%
https://api.spotify.com/v1/tracks/13vxuhw3o8yt7vwridqso4	4	0.2%
https://api.spotify.com/v1/tracks/28drn6tqo95mrvo0jqeo5c	4	0.2%
https://api.spotify.com/v1/tracks/2nyeymeqydifsyytl2bwd6	4	0.2%
https://api.spotify.com/v1/tracks/3tfed7ysjgnifxeleqwx3r	3	0.2%
https://api.spotify.com/v1/tracks/3mg9jync1nihbthlglzrwp	3	0.2%
https://api.spotify.com/v1/tracks/1cobocuwyi2ostofolmrs6	3	0.2%
https://api.spotify.com/v1/tracks/4orozzuy6gown4ugqvazmf	3	0.2%
Other values (1427)	1650	97.9%

Most occurring characters

Value	Count	Frequency (%)
/	8430	8.9%
t	7310	7.7%
s	5640	6.0%
p	5637	6.0%
o	4007	4.2%
a	3972	4.2%
c	3946	4.2%
i	3914	4.1%
.	3372	3.6%
1	2478	2.6%
Other values (55)	45710	48.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	94416	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
/	8430	8.9%
t	7310	7.7%
s	5640	6.0%
p	5637	6.0%
o	4007	4.2%
a	3972	4.2%
c	3946	4.2%
i	3914	4.1%
.	3372	3.6%
1	2478	2.6%
Other values (55)	45710	48.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	94416	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
/	8430	8.9%
t	7310	7.7%
s	5640	6.0%
p	5637	6.0%
o	4007	4.2%
a	3972	4.2%
c	3946	4.2%
i	3914	4.1%
.	3372	3.6%
1	2478	2.6%
Other values (55)	45710	48.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	94416	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
/	8430	8.9%
t	7310	7.7%
s	5640	6.0%
p	5637	6.0%
o	4007	4.2%
a	3972	4.2%
c	3946	4.2%
i	3914	4.1%
.	3372	3.6%
1	2478	2.6%
Other values (55)	45710	48.4%

uri
Text

Distinct	1437
Distinct (%)	85.2%
Missing	0
Missing (%)	0.0%
Memory size	13.3 KiB

Length

Max length	36
Median length	36
Mean length	36
Min length	36

Characters and Unicode

Total characters	60696
Distinct characters	63
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1224 ?
Unique (%)	72.6%

Sample

1st row	spotify:track:2plbrEY59IikOBgBGLjaoe
2nd row	spotify:track:6dOtVTDdiauQNBQEDOtlAB
3rd row	spotify:track:7ne4VBA60CxGM75vw0EYad
4th row	spotify:track:1d7Ptw3qYcfpdLNL5REhtJ
5th row	spotify:track:5vNRhkKd0yEAg8suGBpjeY

Value	Count	Frequency (%)
spotify:track:6ai3ezq4o3huop6dhudph3	4	0.2%
spotify:track:6watfblvb0x077xweovc2k	4	0.2%
spotify:track:1es7auahqvapicoh3qmkdl	4	0.2%
spotify:track:13vxuhw3o8yt7vwridqso4	4	0.2%
spotify:track:28drn6tqo95mrvo0jqeo5c	4	0.2%
spotify:track:2nyeymeqydifsyytl2bwd6	4	0.2%
spotify:track:3tfed7ysjgnifxeleqwx3r	3	0.2%
spotify:track:3mg9jync1nihbthlglzrwp	3	0.2%
spotify:track:1cobocuwyi2ostofolmrs6	3	0.2%
spotify:track:4orozzuy6gown4ugqvazmf	3	0.2%
Other values (1427)	1650	97.9%

Most occurring characters

Value	Count	Frequency (%)
t	3938	6.5%
:	3372	5.6%
o	2321	3.8%
a	2286	3.8%
r	2274	3.7%
s	2268	3.7%
y	2267	3.7%
p	2265	3.7%
k	2264	3.7%
c	2260	3.7%
Other values (53)	35181	58.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	60696	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
t	3938	6.5%
:	3372	5.6%
o	2321	3.8%
a	2286	3.8%
r	2274	3.7%
s	2268	3.7%
y	2267	3.7%
p	2265	3.7%
k	2264	3.7%
c	2260	3.7%
Other values (53)	35181	58.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	60696	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
t	3938	6.5%
:	3372	5.6%
o	2321	3.8%
a	2286	3.8%
r	2274	3.7%
s	2268	3.7%
y	2267	3.7%
p	2265	3.7%
k	2264	3.7%
c	2260	3.7%
Other values (53)	35181	58.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	60696	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
t	3938	6.5%
:	3372	5.6%
o	2321	3.8%
a	2286	3.8%
r	2274	3.7%
s	2268	3.7%
y	2267	3.7%
p	2265	3.7%
k	2264	3.7%
c	2260	3.7%
Other values (53)	35181	58.0%

track_album_name
Text

Distinct	1212
Distinct (%)	71.9%
Missing	1
Missing (%)	0.1%
Memory size	13.3 KiB

Length

Max length	83
Median length	60
Mean length	17.059941
Min length	1

Characters and Unicode

Total characters	28746
Distinct characters	143
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	922 ?
Unique (%)	54.7%

Sample

1st row	Die With A Smile
2nd row	HIT ME HARD AND SOFT
3rd row	The Secret of Us (Deluxe)
4th row	Short n' Sweet
5th row	APT.

Value	Count	Frequency (%)
the	234	4.6%
edition	88	1.7%
deluxe	83	1.6%
of	67	1.3%
	65	1.3%
you	51	1.0%
a	48	1.0%
me	47	0.9%
i	41	0.8%
love	41	0.8%
Other values (1882)	4282	84.8%

Most occurring characters

Value	Count	Frequency (%)
	3362	11.7%
e	2515	8.7%
o	1591	5.5%
a	1522	5.3%
i	1405	4.9%
n	1329	4.6%
r	1167	4.1%
t	1139	4.0%
l	973	3.4%
s	870	3.0%
Other values (133)	12873	44.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	28746	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	3362	11.7%
e	2515	8.7%
o	1591	5.5%
a	1522	5.3%
i	1405	4.9%
n	1329	4.6%
r	1167	4.1%
t	1139	4.0%
l	973	3.4%
s	870	3.0%
Other values (133)	12873	44.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	28746	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	3362	11.7%
e	2515	8.7%
o	1591	5.5%
a	1522	5.3%
i	1405	4.9%
n	1329	4.6%
r	1167	4.1%
t	1139	4.0%
l	973	3.4%
s	870	3.0%
Other values (133)	12873	44.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	28746	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	3362	11.7%
e	2515	8.7%
o	1591	5.5%
a	1522	5.3%
i	1405	4.9%
n	1329	4.6%
r	1167	4.1%
t	1139	4.0%
l	973	3.4%
s	870	3.0%
Other values (133)	12873	44.8%

playlist_name
Text

Distinct	73
Distinct (%)	4.3%
Missing	0
Missing (%)	0.0%
Memory size	13.3 KiB

Length

Max length	22
Median length	19
Mean length	13.289442
Min length	4

Characters and Unicode

Total characters	22406
Distinct characters	55
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	8 ?
Unique (%)	0.5%

Sample

1st row	Today's Top Hits
2nd row	Today's Top Hits
3rd row	Today's Top Hits
4th row	Today's Top Hits
5th row	Today's Top Hits

Value	Count	Frequency (%)
hits	375	9.9%
rock	235	6.2%
top	197	5.2%
pop	167	4.4%
party	161	4.2%
throwback	150	3.9%
classics	125	3.3%
reggaeton	101	2.7%
gaming	100	2.6%
tracks	100	2.6%
Other values (95)	2093	55.0%

Most occurring characters

Value	Count	Frequency (%)
	2118	9.5%
a	1804	8.1%
s	1594	7.1%
o	1585	7.1%
i	1367	6.1%
t	1145	5.1%
e	1106	4.9%
r	917	4.1%
c	843	3.8%
n	769	3.4%
Other values (45)	9158	40.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	22406	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	2118	9.5%
a	1804	8.1%
s	1594	7.1%
o	1585	7.1%
i	1367	6.1%
t	1145	5.1%
e	1106	4.9%
r	917	4.1%
c	843	3.8%
n	769	3.4%
Other values (45)	9158	40.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	22406	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	2118	9.5%
a	1804	8.1%
s	1594	7.1%
o	1585	7.1%
i	1367	6.1%
t	1145	5.1%
e	1106	4.9%
r	917	4.1%
c	843	3.8%
n	769	3.4%
Other values (45)	9158	40.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	22406	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	2118	9.5%
a	1804	8.1%
s	1594	7.1%
o	1585	7.1%
i	1367	6.1%
t	1145	5.1%
e	1106	4.9%
r	917	4.1%
c	843	3.8%
n	769	3.4%
Other values (45)	9158	40.9%

analysis_url
Text

Distinct	1437
Distinct (%)	85.2%
Missing	0
Missing (%)	0.0%
Memory size	13.3 KiB

Length

Max length	64
Median length	64
Mean length	64
Min length	64

Characters and Unicode

Total characters	107904
Distinct characters	66
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1224 ?
Unique (%)	72.6%

Sample

1st row	https://api.spotify.com/v1/audio-analysis/2plbrEY59IikOBgBGLjaoe
2nd row	https://api.spotify.com/v1/audio-analysis/6dOtVTDdiauQNBQEDOtlAB
3rd row	https://api.spotify.com/v1/audio-analysis/7ne4VBA60CxGM75vw0EYad
4th row	https://api.spotify.com/v1/audio-analysis/1d7Ptw3qYcfpdLNL5REhtJ
5th row	https://api.spotify.com/v1/audio-analysis/5vNRhkKd0yEAg8suGBpjeY

Value	Count	Frequency (%)
https://api.spotify.com/v1/audio-analysis/6ai3ezq4o3huop6dhudph3	4	0.2%
https://api.spotify.com/v1/audio-analysis/6watfblvb0x077xweovc2k	4	0.2%
https://api.spotify.com/v1/audio-analysis/1es7auahqvapicoh3qmkdl	4	0.2%
https://api.spotify.com/v1/audio-analysis/13vxuhw3o8yt7vwridqso4	4	0.2%
https://api.spotify.com/v1/audio-analysis/28drn6tqo95mrvo0jqeo5c	4	0.2%
https://api.spotify.com/v1/audio-analysis/2nyeymeqydifsyytl2bwd6	4	0.2%
https://api.spotify.com/v1/audio-analysis/3tfed7ysjgnifxeleqwx3r	3	0.2%
https://api.spotify.com/v1/audio-analysis/3mg9jync1nihbthlglzrwp	3	0.2%
https://api.spotify.com/v1/audio-analysis/1cobocuwyi2ostofolmrs6	3	0.2%
https://api.spotify.com/v1/audio-analysis/4orozzuy6gown4ugqvazmf	3	0.2%
Other values (1427)	1650	97.9%

Most occurring characters

Value	Count	Frequency (%)
/	8430	7.8%
a	7344	6.8%
s	7326	6.8%
i	7286	6.8%
o	5693	5.3%
p	5637	5.2%
t	5624	5.2%
y	3953	3.7%
.	3372	3.1%
1	2478	2.3%
Other values (56)	50761	47.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	107904	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
/	8430	7.8%
a	7344	6.8%
s	7326	6.8%
i	7286	6.8%
o	5693	5.3%
p	5637	5.2%
t	5624	5.2%
y	3953	3.7%
.	3372	3.1%
1	2478	2.3%
Other values (56)	50761	47.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	107904	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
/	8430	7.8%
a	7344	6.8%
s	7326	6.8%
i	7286	6.8%
o	5693	5.3%
p	5637	5.2%
t	5624	5.2%
y	3953	3.7%
.	3372	3.1%
1	2478	2.3%
Other values (56)	50761	47.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	107904	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
/	8430	7.8%
a	7344	6.8%
s	7326	6.8%
i	7286	6.8%
o	5693	5.3%
p	5637	5.2%
t	5624	5.2%
y	3953	3.7%
.	3372	3.1%
1	2478	2.3%
Other values (56)	50761	47.0%

track_id
Text

Distinct	1437
Distinct (%)	85.2%
Missing	0
Missing (%)	0.0%
Memory size	13.3 KiB

Length

Max length	22
Median length	22
Mean length	22
Min length	22

Characters and Unicode

Total characters	37092
Distinct characters	62
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1224 ?
Unique (%)	72.6%

Sample

1st row	2plbrEY59IikOBgBGLjaoe
2nd row	6dOtVTDdiauQNBQEDOtlAB
3rd row	7ne4VBA60CxGM75vw0EYad
4th row	1d7Ptw3qYcfpdLNL5REhtJ
5th row	5vNRhkKd0yEAg8suGBpjeY

Value	Count	Frequency (%)
6ai3ezq4o3huop6dhudph3	4	0.2%
6watfblvb0x077xweovc2k	4	0.2%
1es7auahqvapicoh3qmkdl	4	0.2%
13vxuhw3o8yt7vwridqso4	4	0.2%
28drn6tqo95mrvo0jqeo5c	4	0.2%
2nyeymeqydifsyytl2bwd6	4	0.2%
3tfed7ysjgnifxeleqwx3r	3	0.2%
3mg9jync1nihbthlglzrwp	3	0.2%
1cobocuwyi2ostofolmrs6	3	0.2%
4orozzuy6gown4ugqvazmf	3	0.2%
Other values (1427)	1650	97.9%

Most occurring characters

Value	Count	Frequency (%)
2	850	2.3%
3	839	2.3%
0	825	2.2%
1	792	2.1%
5	783	2.1%
6	766	2.1%
4	751	2.0%
7	747	2.0%
o	635	1.7%
j	617	1.7%
Other values (52)	29487	79.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	37092	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	850	2.3%
3	839	2.3%
0	825	2.2%
1	792	2.1%
5	783	2.1%
6	766	2.1%
4	751	2.0%
7	747	2.0%
o	635	1.7%
j	617	1.7%
Other values (52)	29487	79.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	37092	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	850	2.3%
3	839	2.3%
0	825	2.2%
1	792	2.1%
5	783	2.1%
6	766	2.1%
4	751	2.0%
7	747	2.0%
o	635	1.7%
j	617	1.7%
Other values (52)	29487	79.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	37092	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	850	2.3%
3	839	2.3%
0	825	2.2%
1	792	2.1%
5	783	2.1%
6	766	2.1%
4	751	2.0%
7	747	2.0%
o	635	1.7%
j	617	1.7%
Other values (52)	29487	79.5%

track_name
Text

Distinct	1408
Distinct (%)	83.5%
Missing	0
Missing (%)	0.0%
Memory size	13.3 KiB

Length

Max length	83
Median length	56
Mean length	16.630486
Min length	2

Characters and Unicode

Total characters	28039
Distinct characters	143
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1184 ?
Unique (%)	70.2%

Sample

1st row	Die With A Smile
2nd row	BIRDS OF A FEATHER
3rd row	That’s So True
4th row	Taste
5th row	APT.

Value	Count	Frequency (%)
	199	3.7%
feat	167	3.1%
the	133	2.5%
you	95	1.8%
me	93	1.7%
love	73	1.3%
i	66	1.2%
a	59	1.1%
of	52	1.0%
with	50	0.9%
Other values (2008)	4436	81.8%

Most occurring characters

Value	Count	Frequency (%)
	3737	13.3%
e	2428	8.7%
a	1688	6.0%
o	1589	5.7%
i	1273	4.5%
t	1230	4.4%
n	1163	4.1%
r	1048	3.7%
s	851	3.0%
l	803	2.9%
Other values (133)	12229	43.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	28039	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	3737	13.3%
e	2428	8.7%
a	1688	6.0%
o	1589	5.7%
i	1273	4.5%
t	1230	4.4%
n	1163	4.1%
r	1048	3.7%
s	851	3.0%
l	803	2.9%
Other values (133)	12229	43.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	28039	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	3737	13.3%
e	2428	8.7%
a	1688	6.0%
o	1589	5.7%
i	1273	4.5%
t	1230	4.4%
n	1163	4.1%
r	1048	3.7%
s	851	3.0%
l	803	2.9%
Other values (133)	12229	43.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	28039	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	3737	13.3%
e	2428	8.7%
a	1688	6.0%
o	1589	5.7%
i	1273	4.5%
t	1230	4.4%
n	1163	4.1%
r	1048	3.7%
s	851	3.0%
l	803	2.9%
Other values (133)	12229	43.6%

track_album_release_date
Date

Distinct	843
Distinct (%)	50.0%
Missing	0
Missing (%)	0.0%
Memory size	13.3 KiB

Minimum	1954-01-01 00:00:00
Maximum	2024-11-19 00:00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

instrumentalness
Real number (ℝ)

Zeros

Distinct	743
Distinct (%)	44.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.041520426

Minimum	0
Maximum	0.971
Zeros	706
Zeros (%)	41.9%
Negative	0
Negative (%)	0.0%
Memory size	13.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	6.025 × 10^-6
Q3	0.00081375
95-th percentile	0.3015
Maximum	0.971
Range	0.971
Interquartile range (IQR)	0.00081375

Descriptive statistics

Standard deviation	0.15655566
Coefficient of variation (CV)	3.7705697
Kurtosis	19.571328
Mean	0.041520426
Median Absolute Deviation (MAD)	6.025 × 10^-6
Skewness	4.4594857
Sum	70.003439
Variance	0.024509675
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	706	41.9%
0.00538	5	0.3%
1.9 × 10^-5	5	0.3%
2.56 × 10^-6	4	0.2%
0.000307	4	0.2%
7.97 × 10^-6	4	0.2%
0.89	4	0.2%
7.75 × 10^-5	4	0.2%
0.000809	4	0.2%
6.54 × 10^-5	4	0.2%
Other values (733)	942	55.9%

Value	Count	Frequency (%)
0	706	41.9%
1.02 × 10^-6	1	0.1%
1.04 × 10^-6	1	0.1%
1.06 × 10^-6	1	0.1%
1.07 × 10^-6	3	0.2%
1.11 × 10^-6	1	0.1%
1.16 × 10^-6	2	0.1%
1.18 × 10^-6	1	0.1%
1.19 × 10^-6	1	0.1%
1.2 × 10^-6	1	0.1%

Value	Count	Frequency (%)
0.971	1	0.1%
0.968	1	0.1%
0.961	1	0.1%
0.953	1	0.1%
0.949	1	0.1%
0.935	1	0.1%
0.928	1	0.1%
0.925	1	0.1%
0.924	1	0.1%
0.922	1	0.1%

track_album_id
Text

Distinct	1223
Distinct (%)	72.5%
Missing	0
Missing (%)	0.0%
Memory size	13.3 KiB

Length

Max length	22
Median length	22
Mean length	22
Min length	22

Characters and Unicode

Total characters	37092
Distinct characters	62
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	932 ?
Unique (%)	55.3%

Sample

1st row	10FLjwfpbxLmW8c25Xyc2N
2nd row	7aJuG4TFXa2hmE4z1yxc3n
3rd row	0hBRqPYPXhr1RkTDG3n4Mk
4th row	4B4Elma4nNDUyl6D5PvQkj
5th row	2IYQwwgxgOIn7t3iF6ufFD

Value	Count	Frequency (%)
3rqqmkqevncy4prgke6oc5	16	0.9%
48zismeixniwlzoqghbpqs	9	0.5%
5ljqux7orbla1qzyibgti1	8	0.5%
0u28p0qvb1qrxpqp5iholh	7	0.4%
4g1zrsobmefqf6nelkgibi	7	0.4%
7txgsndsqvmorl6rq9xyzp	6	0.4%
4iqbfidgotzxedtt9owjqn	6	0.4%
7ajug4tfxa2hme4z1yxc3n	5	0.3%
0ax0uxrhg2ceyixtqcqjda	5	0.3%
1rm6mgv6bcl6nrag8pgozk	5	0.3%
Other values (1213)	1612	95.6%

Most occurring characters

Value	Count	Frequency (%)
5	849	2.3%
4	842	2.3%
2	835	2.3%
1	796	2.1%
3	770	2.1%
0	764	2.1%
6	762	2.1%
7	702	1.9%
R	649	1.7%
d	639	1.7%
Other values (52)	29484	79.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	37092	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
5	849	2.3%
4	842	2.3%
2	835	2.3%
1	796	2.1%
3	770	2.1%
0	764	2.1%
6	762	2.1%
7	702	1.9%
R	649	1.7%
d	639	1.7%
Other values (52)	29484	79.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	37092	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
5	849	2.3%
4	842	2.3%
2	835	2.3%
1	796	2.1%
3	770	2.1%
0	764	2.1%
6	762	2.1%
7	702	1.9%
R	649	1.7%
d	639	1.7%
Other values (52)	29484	79.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	37092	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
5	849	2.3%
4	842	2.3%
2	835	2.3%
1	796	2.1%
3	770	2.1%
0	764	2.1%
6	762	2.1%
7	702	1.9%
R	649	1.7%
d	639	1.7%
Other values (52)	29484	79.5%

mode
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	13.3 KiB

1	975
0	711

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1686
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	1
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
1	975	57.8%
0	711	42.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	975	57.8%
0	711	42.2%

Most occurring characters

Value	Count	Frequency (%)
1	975	57.8%
0	711	42.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1686	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	975	57.8%
0	711	42.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1686	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	975	57.8%
0	711	42.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1686	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	975	57.8%
0	711	42.2%

key
Real number (ℝ)

Zeros

Distinct	12
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.3380783

Minimum	0
Maximum	11
Zeros	152
Zeros (%)	9.0%
Negative	0
Negative (%)	0.0%
Memory size	13.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	5
Q3	8
95-th percentile	11
Maximum	11
Range	11
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.6082082
Coefficient of variation (CV)	0.67593767
Kurtosis	-1.296985
Mean	5.3380783
Median Absolute Deviation (MAD)	3
Skewness	0.048864907
Sum	9000
Variance	13.019166
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
1	227	13.5%
11	172	10.2%
2	154	9.1%
5	153	9.1%
0	152	9.0%
7	151	9.0%
9	136	8.1%
6	134	7.9%
4	123	7.3%
8	119	7.1%
Other values (2)	165	9.8%

Value	Count	Frequency (%)
0	152	9.0%
1	227	13.5%
2	154	9.1%
3	53	3.1%
4	123	7.3%
5	153	9.1%
6	134	7.9%
7	151	9.0%
8	119	7.1%
9	136	8.1%

Value	Count	Frequency (%)
11	172	10.2%
10	112	6.6%
9	136	8.1%
8	119	7.1%
7	151	9.0%
6	134	7.9%
5	153	9.1%
4	123	7.3%
3	53	3.1%
2	154	9.1%

duration_ms
Real number (ℝ)

Distinct	1391
Distinct (%)	82.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	214562.13

Minimum	61673
Maximum	547107
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.3 KiB

Quantile statistics

Minimum	61673
5-th percentile	132855.5
Q1	176607.75
median	211180
Q3	244993.25
95-th percentile	315120
Maximum	547107
Range	485434
Interquartile range (IQR)	68385.5

Descriptive statistics

Standard deviation	58310.748
Coefficient of variation (CV)	0.27176627
Kurtosis	3.116413
Mean	214562.13
Median Absolute Deviation (MAD)	34223
Skewness	0.99032843
Sum	3.6175174 × 10⁸
Variance	3.4001433 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
256000	6	0.4%
251424	5	0.3%
219628	4	0.2%
259354	4	0.2%
180304	4	0.2%
210689	4	0.2%
195824	4	0.2%
274192	4	0.2%
182857	4	0.2%
228267	4	0.2%
Other values (1381)	1643	97.4%

Value	Count	Frequency (%)
61673	2	0.1%
64788	1	0.1%
69565	1	0.1%
74379	1	0.1%
75692	1	0.1%
78413	1	0.1%
82509	1	0.1%
86320	1	0.1%
86710	1	0.1%
86984	1	0.1%

Value	Count	Frequency (%)
547107	1	0.1%
516893	1	0.1%
515387	3	0.2%
493400	1	0.1%
456867	1	0.1%
447440	2	0.1%
438120	1	0.1%
434720	1	0.1%
429533	1	0.1%
414720	1	0.1%

acousticness
Real number (ℝ)

High correlation

Distinct	991
Distinct (%)	58.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.22121953

Minimum	1.33 × 10^-5
Maximum	0.995
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.3 KiB

Quantile statistics

Minimum	1.33 × 10^-5
5-th percentile	0.00111
Q1	0.02305
median	0.124
Q3	0.33475
95-th percentile	0.77625
Maximum	0.995
Range	0.9949867
Interquartile range (IQR)	0.3117

Descriptive statistics

Standard deviation	0.25059286
Coefficient of variation (CV)	1.1327791
Kurtosis	0.761788
Mean	0.22121953
Median Absolute Deviation (MAD)	0.1146
Skewness	1.292721
Sum	372.97613
Variance	0.062796781
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.112	8	0.5%
0.2	7	0.4%
0.119	7	0.4%
0.314	7	0.4%
0.199	7	0.4%
0.223	6	0.4%
0.25	6	0.4%
0.138	6	0.4%
0.269	6	0.4%
0.109	6	0.4%
Other values (981)	1620	96.1%

Value	Count	Frequency (%)
1.33 × 10^-5	2	0.1%
1.83 × 10^-5	1	0.1%
2.23 × 10^-5	2	0.1%
2.55 × 10^-5	1	0.1%
2.64 × 10^-5	1	0.1%
3.43 × 10^-5	1	0.1%
3.81 × 10^-5	1	0.1%
5.59 × 10^-5	1	0.1%
5.99 × 10^-5	2	0.1%
6.79 × 10^-5	1	0.1%

Value	Count	Frequency (%)
0.995	2	0.1%
0.989	1	0.1%
0.988	1	0.1%
0.987	1	0.1%
0.986	1	0.1%
0.985	1	0.1%
0.984	1	0.1%
0.981	1	0.1%
0.977	1	0.1%
0.974	1	0.1%

id
Text

Distinct	1437
Distinct (%)	85.2%
Missing	0
Missing (%)	0.0%
Memory size	13.3 KiB

Length

Max length	22
Median length	22
Mean length	22
Min length	22

Characters and Unicode

Total characters	37092
Distinct characters	62
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1224 ?
Unique (%)	72.6%

Sample

1st row	2plbrEY59IikOBgBGLjaoe
2nd row	6dOtVTDdiauQNBQEDOtlAB
3rd row	7ne4VBA60CxGM75vw0EYad
4th row	1d7Ptw3qYcfpdLNL5REhtJ
5th row	5vNRhkKd0yEAg8suGBpjeY

Value	Count	Frequency (%)
6ai3ezq4o3huop6dhudph3	4	0.2%
6watfblvb0x077xweovc2k	4	0.2%
1es7auahqvapicoh3qmkdl	4	0.2%
13vxuhw3o8yt7vwridqso4	4	0.2%
28drn6tqo95mrvo0jqeo5c	4	0.2%
2nyeymeqydifsyytl2bwd6	4	0.2%
3tfed7ysjgnifxeleqwx3r	3	0.2%
3mg9jync1nihbthlglzrwp	3	0.2%
1cobocuwyi2ostofolmrs6	3	0.2%
4orozzuy6gown4ugqvazmf	3	0.2%
Other values (1427)	1650	97.9%

Most occurring characters

Value	Count	Frequency (%)
2	850	2.3%
3	839	2.3%
0	825	2.2%
1	792	2.1%
5	783	2.1%
6	766	2.1%
4	751	2.0%
7	747	2.0%
o	635	1.7%
j	617	1.7%
Other values (52)	29487	79.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	37092	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	850	2.3%
3	839	2.3%
0	825	2.2%
1	792	2.1%
5	783	2.1%
6	766	2.1%
4	751	2.0%
7	747	2.0%
o	635	1.7%
j	617	1.7%
Other values (52)	29487	79.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	37092	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	850	2.3%
3	839	2.3%
0	825	2.2%
1	792	2.1%
5	783	2.1%
6	766	2.1%
4	751	2.0%
7	747	2.0%
o	635	1.7%
j	617	1.7%
Other values (52)	29487	79.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	37092	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	850	2.3%
3	839	2.3%
0	825	2.2%
1	792	2.1%
5	783	2.1%
6	766	2.1%
4	751	2.0%
7	747	2.0%
o	635	1.7%
j	617	1.7%
Other values (52)	29487	79.5%

playlist_subgenre
Text

Distinct	53
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Memory size	13.3 KiB

Length

Max length	14
Median length	11
Mean length	6.8505338
Min length	3

Characters and Unicode

Total characters	11550
Distinct characters	27
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4 ?
Unique (%)	0.2%

Sample

1st row	mainstream
2nd row	mainstream
3rd row	mainstream
4th row	mainstream
5th row	mainstream

Value	Count	Frequency (%)
modern	356	20.3%
classic	162	9.2%
throwback	150	8.5%
reggaeton	101	5.8%
soft	98	5.6%
chill	66	3.8%
pop	57	3.2%
global	50	2.8%
punk	50	2.8%
mainstream	47	2.7%
Other values (46)	618	35.2%

Most occurring characters

Value	Count	Frequency (%)
e	1093	9.5%
a	1040	9.0%
o	1033	8.9%
r	905	7.8%
n	851	7.4%
c	755	6.5%
t	697	6.0%
s	680	5.9%
i	624	5.4%
m	578	5.0%
Other values (17)	3294	28.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	11550	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	1093	9.5%
a	1040	9.0%
o	1033	8.9%
r	905	7.8%
n	851	7.4%
c	755	6.5%
t	697	6.0%
s	680	5.9%
i	624	5.4%
m	578	5.0%
Other values (17)	3294	28.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	11550	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	1093	9.5%
a	1040	9.0%
o	1033	8.9%
r	905	7.8%
n	851	7.4%
c	755	6.5%
t	697	6.0%
s	680	5.9%
i	624	5.4%
m	578	5.0%
Other values (17)	3294	28.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	11550	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	1093	9.5%
a	1040	9.0%
o	1033	8.9%
r	905	7.8%
n	851	7.4%
c	755	6.5%
t	697	6.0%
s	680	5.9%
i	624	5.4%
m	578	5.0%
Other values (17)	3294	28.5%

type
Categorical

Constant

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	13.3 KiB

audio_features	1686

Length

Max length	14
Median length	14
Mean length	14
Min length	14

Characters and Unicode

Total characters	23604
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	audio_features
2nd row	audio_features
3rd row	audio_features
4th row	audio_features
5th row	audio_features

Common Values

Value	Count	Frequency (%)
audio_features	1686	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
audio_features	1686	100.0%

Most occurring characters

Value	Count	Frequency (%)
a	3372	14.3%
u	3372	14.3%
e	3372	14.3%
d	1686	7.1%
i	1686	7.1%
_	1686	7.1%
o	1686	7.1%
f	1686	7.1%
t	1686	7.1%
r	1686	7.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	23604	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	3372	14.3%
u	3372	14.3%
e	3372	14.3%
d	1686	7.1%
i	1686	7.1%
_	1686	7.1%
o	1686	7.1%
f	1686	7.1%
t	1686	7.1%
r	1686	7.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	23604	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	3372	14.3%
u	3372	14.3%
e	3372	14.3%
d	1686	7.1%
i	1686	7.1%
_	1686	7.1%
o	1686	7.1%
f	1686	7.1%
t	1686	7.1%
r	1686	7.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	23604	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	3372	14.3%
u	3372	14.3%
e	3372	14.3%
d	1686	7.1%
i	1686	7.1%
_	1686	7.1%
o	1686	7.1%
f	1686	7.1%
t	1686	7.1%
r	1686	7.1%

playlist_id
Text

Distinct	72
Distinct (%)	4.3%
Missing	0
Missing (%)	0.0%
Memory size	13.3 KiB

Length

Max length	22
Median length	22
Mean length	22
Min length	22

Characters and Unicode

Total characters	37092
Distinct characters	62
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	8 ?
Unique (%)	0.5%

Sample

1st row	37i9dQZF1DXcBWIGoYBM5M
2nd row	37i9dQZF1DXcBWIGoYBM5M
3rd row	37i9dQZF1DXcBWIGoYBM5M
4th row	37i9dQZF1DXcBWIGoYBM5M
5th row	37i9dQZF1DXcBWIGoYBM5M

Value	Count	Frequency (%)
37i9dqzf1dx7f6t2n2fegs	150	8.9%
50rfc7x949czs4chz4fpde	101	6.0%
37i9dqzf1dwtyibj6yeqeu	100	5.9%
37i9dqzf1dwtwnem1iyyoj	98	5.8%
37i9dqzf1dwxrqgorjj26u	91	5.4%
37i9dqzf1dx3kdv0ichem9	60	3.6%
3gzggrvdn9ttuy8n7699pd	50	3.0%
37i9dqzf1eqoqch7bwiyb7	50	3.0%
72gglgq63euhg3cycv42ju	50	3.0%
37i9dqzevxbmdohdwvn2tf	50	3.0%
Other values (62)	886	52.6%

Most occurring characters

Value	Count	Frequency (%)
7	1734	4.7%
9	1707	4.6%
F	1626	4.4%
Z	1518	4.1%
3	1502	4.0%
Q	1483	4.0%
1	1463	3.9%
D	1414	3.8%
d	1411	3.8%
i	1346	3.6%
Other values (52)	21888	59.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	37092	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
7	1734	4.7%
9	1707	4.6%
F	1626	4.4%
Z	1518	4.1%
3	1502	4.0%
Q	1483	4.0%
1	1463	3.9%
D	1414	3.8%
d	1411	3.8%
i	1346	3.6%
Other values (52)	21888	59.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	37092	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
7	1734	4.7%
9	1707	4.6%
F	1626	4.4%
Z	1518	4.1%
3	1502	4.0%
Q	1483	4.0%
1	1463	3.9%
D	1414	3.8%
d	1411	3.8%
i	1346	3.6%
Other values (52)	21888	59.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	37092	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
7	1734	4.7%
9	1707	4.6%
F	1626	4.4%
Z	1518	4.1%
3	1502	4.0%
Q	1483	4.0%
1	1463	3.9%
D	1414	3.8%
d	1411	3.8%
i	1346	3.6%
Other values (52)	21888	59.0%

Interactions

Correlations

	acousticness	danceability	duration_ms	energy	instrumentalness	key	liveness	loudness	mode	playlist_genre	speechiness	tempo	time_signature	track_popularity	valence
acousticness	1.000	0.050	-0.110	-0.527	-0.038	0.018	-0.032	-0.337	0.060	0.266	-0.032	-0.180	0.182	-0.019	-0.077
danceability	0.050	1.000	-0.227	-0.080	-0.084	-0.002	-0.120	0.089	0.150	0.232	0.295	-0.089	0.215	-0.009	0.339
duration_ms	-0.110	-0.227	1.000	0.023	0.067	-0.038	-0.034	-0.069	0.075	0.192	-0.165	-0.048	0.095	-0.036	-0.084
energy	-0.527	-0.080	0.023	1.000	0.004	0.004	0.139	0.647	0.074	0.305	0.078	0.121	0.222	-0.002	0.291
instrumentalness	-0.038	-0.084	0.067	0.004	1.000	0.039	-0.087	-0.255	0.039	0.186	-0.210	0.025	0.131	-0.049	-0.071
key	0.018	-0.002	-0.038	0.004	0.039	1.000	-0.027	-0.006	0.235	0.070	0.023	0.012	0.067	-0.018	-0.004
liveness	-0.032	-0.120	-0.034	0.139	-0.087	-0.027	1.000	0.127	0.032	0.112	0.057	-0.002	0.041	0.017	-0.042
loudness	-0.337	0.089	-0.069	0.647	-0.255	-0.006	0.127	1.000	0.056	0.283	0.143	0.056	0.262	0.064	0.211
mode	0.060	0.150	0.075	0.074	0.039	0.235	0.032	0.056	1.000	0.216	0.110	0.082	0.000	0.037	0.000
playlist_genre	0.266	0.232	0.192	0.305	0.186	0.070	0.112	0.283	0.216	1.000	0.173	0.168	0.230	0.131	0.133
speechiness	-0.032	0.295	-0.165	0.078	-0.210	0.023	0.057	0.143	0.110	0.173	1.000	0.057	0.117	-0.129	0.052
tempo	-0.180	-0.089	-0.048	0.121	0.025	0.012	-0.002	0.056	0.082	0.168	0.057	1.000	0.112	0.005	-0.015
time_signature	0.182	0.215	0.095	0.222	0.131	0.067	0.041	0.262	0.000	0.230	0.117	0.112	1.000	0.124	0.082
track_popularity	-0.019	-0.009	-0.036	-0.002	-0.049	-0.018	0.017	0.064	0.037	0.131	-0.129	0.005	0.124	1.000	-0.008
valence	-0.077	0.339	-0.084	0.291	-0.071	-0.004	-0.042	0.211	0.000	0.133	0.052	-0.015	0.082	-0.008	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

	energy	tempo	danceability	playlist_genre	loudness	liveness	valence	track_artist	time_signature	speechiness	track_popularity	track_href	uri	track_album_name	playlist_name	analysis_url	track_id	track_name	track_album_release_date	instrumentalness	track_album_id	mode	key	duration_ms	acousticness	id	playlist_subgenre	type	playlist_id
0	0.592	157.969	0.521	pop	-7.777	0.1220	0.535	Lady Gaga, Bruno Mars	3	0.0304	100	https://api.spotify.com/v1/tracks/2plbrEY59IikOBgBGLjaoe	spotify:track:2plbrEY59IikOBgBGLjaoe	Die With A Smile	Today's Top Hits	https://api.spotify.com/v1/audio-analysis/2plbrEY59IikOBgBGLjaoe	2plbrEY59IikOBgBGLjaoe	Die With A Smile	2024-08-16	0.000000	10FLjwfpbxLmW8c25Xyc2N	0	6	251668	0.3080	2plbrEY59IikOBgBGLjaoe	mainstream	audio_features	37i9dQZF1DXcBWIGoYBM5M
1	0.507	104.978	0.747	pop	-10.171	0.1170	0.438	Billie Eilish	4	0.0358	97	https://api.spotify.com/v1/tracks/6dOtVTDdiauQNBQEDOtlAB	spotify:track:6dOtVTDdiauQNBQEDOtlAB	HIT ME HARD AND SOFT	Today's Top Hits	https://api.spotify.com/v1/audio-analysis/6dOtVTDdiauQNBQEDOtlAB	6dOtVTDdiauQNBQEDOtlAB	BIRDS OF A FEATHER	2024-05-17	0.060800	7aJuG4TFXa2hmE4z1yxc3n	1	2	210373	0.2000	6dOtVTDdiauQNBQEDOtlAB	mainstream	audio_features	37i9dQZF1DXcBWIGoYBM5M
2	0.808	108.548	0.554	pop	-4.169	0.1590	0.372	Gracie Abrams	4	0.0368	93	https://api.spotify.com/v1/tracks/7ne4VBA60CxGM75vw0EYad	spotify:track:7ne4VBA60CxGM75vw0EYad	The Secret of Us (Deluxe)	Today's Top Hits	https://api.spotify.com/v1/audio-analysis/7ne4VBA60CxGM75vw0EYad	7ne4VBA60CxGM75vw0EYad	That’s So True	2024-10-18	0.000000	0hBRqPYPXhr1RkTDG3n4Mk	1	1	166300	0.2140	7ne4VBA60CxGM75vw0EYad	mainstream	audio_features	37i9dQZF1DXcBWIGoYBM5M
3	0.910	112.966	0.670	pop	-4.070	0.3040	0.786	Sabrina Carpenter	4	0.0634	81	https://api.spotify.com/v1/tracks/1d7Ptw3qYcfpdLNL5REhtJ	spotify:track:1d7Ptw3qYcfpdLNL5REhtJ	Short n' Sweet	Today's Top Hits	https://api.spotify.com/v1/audio-analysis/1d7Ptw3qYcfpdLNL5REhtJ	1d7Ptw3qYcfpdLNL5REhtJ	Taste	2024-08-23	0.000000	4B4Elma4nNDUyl6D5PvQkj	0	0	157280	0.0939	1d7Ptw3qYcfpdLNL5REhtJ	mainstream	audio_features	37i9dQZF1DXcBWIGoYBM5M
4	0.783	149.027	0.777	pop	-4.477	0.3550	0.939	ROSÉ, Bruno Mars	4	0.2600	98	https://api.spotify.com/v1/tracks/5vNRhkKd0yEAg8suGBpjeY	spotify:track:5vNRhkKd0yEAg8suGBpjeY	APT.	Today's Top Hits	https://api.spotify.com/v1/audio-analysis/5vNRhkKd0yEAg8suGBpjeY	5vNRhkKd0yEAg8suGBpjeY	APT.	2024-10-18	0.000000	2IYQwwgxgOIn7t3iF6ufFD	0	0	169917	0.0283	5vNRhkKd0yEAg8suGBpjeY	mainstream	audio_features	37i9dQZF1DXcBWIGoYBM5M
5	0.582	116.712	0.700	pop	-5.960	0.0881	0.785	Chappell Roan	4	0.0356	94	https://api.spotify.com/v1/tracks/0WbMK4wrZ1wFSty9F7FCgu	spotify:track:0WbMK4wrZ1wFSty9F7FCgu	Good Luck, Babe!	Today's Top Hits	https://api.spotify.com/v1/audio-analysis/0WbMK4wrZ1wFSty9F7FCgu	0WbMK4wrZ1wFSty9F7FCgu	Good Luck, Babe!	2024-04-05	0.000000	1WAjjRMfZjEXtB0lQrAw6Q	0	11	218424	0.0502	0WbMK4wrZ1wFSty9F7FCgu	mainstream	audio_features	37i9dQZF1DXcBWIGoYBM5M
6	0.561	150.069	0.669	pop	-6.538	0.0954	0.841	Addison Rae	4	0.0411	88	https://api.spotify.com/v1/tracks/6MzofobZt2dm0Kf1hTThFz	spotify:track:6MzofobZt2dm0Kf1hTThFz	Diet Pepsi	Today's Top Hits	https://api.spotify.com/v1/audio-analysis/6MzofobZt2dm0Kf1hTThFz	6MzofobZt2dm0Kf1hTThFz	Diet Pepsi	2024-08-09	0.009620	0XA403JTounqFh2owquBXu	1	10	169698	0.4950	6MzofobZt2dm0Kf1hTThFz	mainstream	audio_features	37i9dQZF1DXcBWIGoYBM5M
7	0.247	148.101	0.467	pop	-12.002	0.1700	0.126	Billie Eilish	4	0.0431	93	https://api.spotify.com/v1/tracks/3QaPy1KgI7nu9FJEQUgn6h	spotify:track:3QaPy1KgI7nu9FJEQUgn6h	HIT ME HARD AND SOFT	Today's Top Hits	https://api.spotify.com/v1/audio-analysis/3QaPy1KgI7nu9FJEQUgn6h	3QaPy1KgI7nu9FJEQUgn6h	WILDFLOWER	2024-05-17	0.000271	7aJuG4TFXa2hmE4z1yxc3n	0	6	261467	0.6120	3QaPy1KgI7nu9FJEQUgn6h	mainstream	audio_features	37i9dQZF1DXcBWIGoYBM5M
8	0.416	94.926	0.492	pop	-10.439	0.2030	0.297	Gigi Perez	4	0.0254	71	https://api.spotify.com/v1/tracks/0UYnhUfnUj5adChuAXvLUB	spotify:track:0UYnhUfnUj5adChuAXvLUB	Sailor Song	Today's Top Hits	https://api.spotify.com/v1/audio-analysis/0UYnhUfnUj5adChuAXvLUB	0UYnhUfnUj5adChuAXvLUB	Sailor Song	2024-07-26	0.000086	4DWrYvfGXRE8ko5ZxlIpit	1	11	211979	0.6860	0UYnhUfnUj5adChuAXvLUB	mainstream	audio_features	37i9dQZF1DXcBWIGoYBM5M
9	0.722	119.973	0.769	pop	-5.485	0.1110	0.570	The Weeknd, Playboi Carti	4	0.0507	92	https://api.spotify.com/v1/tracks/1Es7AUAhQvapIcoh3qMKDL	spotify:track:1Es7AUAhQvapIcoh3qMKDL	Timeless	Today's Top Hits	https://api.spotify.com/v1/audio-analysis/1Es7AUAhQvapIcoh3qMKDL	1Es7AUAhQvapIcoh3qMKDL	Timeless (with Playboi Carti)	2024-09-27	0.000003	2IRxVVqbSbqHJo8Zx50LYn	0	11	256000	0.0584	1Es7AUAhQvapIcoh3qMKDL	mainstream	audio_features	37i9dQZF1DXcBWIGoYBM5M

	energy	tempo	danceability	playlist_genre	loudness	liveness	valence	track_artist	time_signature	speechiness	track_popularity	track_href	uri	track_album_name	playlist_name	analysis_url	track_id	track_name	track_album_release_date	instrumentalness	track_album_id	mode	key	duration_ms	acousticness	id	playlist_subgenre	type	playlist_id
1676	0.503	99.970	0.792	latin	-8.044	0.0959	0.381	Ayra Starr	4	0.0626	68	https://api.spotify.com/v1/tracks/1rrqJ9QkOBYJlsZgqqwxgB	spotify:track:1rrqJ9QkOBYJlsZgqqwxgB	Rush	Afro-Latin Party	https://api.spotify.com/v1/audio-analysis/1rrqJ9QkOBYJlsZgqqwxgB	1rrqJ9QkOBYJlsZgqqwxgB	Rush	2022-09-16	0.000570	6CvEsGBD3JdbDKpmJaXn2E	1	1	185093	0.0369	1rrqJ9QkOBYJlsZgqqwxgB	afro-latin	audio_features	0oU30cCr8klmMsuOKHDLkh
1677	0.501	103.993	0.637	latin	-6.148	0.0990	0.431	Rotimi, Wale	4	0.1870	68	https://api.spotify.com/v1/tracks/6XM53PbvlzhuNtJZtpl7RP	spotify:track:6XM53PbvlzhuNtJZtpl7RP	The Beauty of Becoming	Afro-Latin Party	https://api.spotify.com/v1/audio-analysis/6XM53PbvlzhuNtJZtpl7RP	6XM53PbvlzhuNtJZtpl7RP	In My Bed	2019-12-13	0.000059	1AUSfQC9x3SsqNQhFq05l7	0	0	185461	0.2290	6XM53PbvlzhuNtJZtpl7RP	afro-latin	audio_features	0oU30cCr8klmMsuOKHDLkh
1678	0.485	100.053	0.843	latin	-8.735	0.1070	0.689	Drake, Tems	4	0.1950	68	https://api.spotify.com/v1/tracks/08XWh5c0BMyD1nKVxxl91z	spotify:track:08XWh5c0BMyD1nKVxxl91z	Certified Lover Boy	Afro-Latin Party	https://api.spotify.com/v1/audio-analysis/08XWh5c0BMyD1nKVxxl91z	08XWh5c0BMyD1nKVxxl91z	Fountains (with Tems)	2021-09-03	0.067500	3SpBlxme9WbeQdI9kx7KAV	0	10	192418	0.1810	08XWh5c0BMyD1nKVxxl91z	afro-latin	audio_features	0oU30cCr8klmMsuOKHDLkh
1679	0.549	123.879	0.613	latin	-8.187	0.1160	0.780	Tems	5	0.2310	71	https://api.spotify.com/v1/tracks/2dFqK2ZkYB9Xc47gr3xXWl	spotify:track:2dFqK2ZkYB9Xc47gr3xXWl	If Orange Was A Place	Afro-Latin Party	https://api.spotify.com/v1/audio-analysis/2dFqK2ZkYB9Xc47gr3xXWl	2dFqK2ZkYB9Xc47gr3xXWl	Replay	2021-09-14	0.000000	0x2ntwkM3GoLVAPjAOPrWv	1	9	180000	0.0970	2dFqK2ZkYB9Xc47gr3xXWl	afro-latin	audio_features	0oU30cCr8klmMsuOKHDLkh
1680	0.649	113.009	0.788	latin	-9.674	0.1200	0.229	Davido, Musa Keys	4	0.0532	69	https://api.spotify.com/v1/tracks/2kaH2Z8ezDUKf6fNw250rZ	spotify:track:2kaH2Z8ezDUKf6fNw250rZ	Timeless	Afro-Latin Party	https://api.spotify.com/v1/audio-analysis/2kaH2Z8ezDUKf6fNw250rZ	2kaH2Z8ezDUKf6fNw250rZ	UNAVAILABLE (feat. Musa Keys)	2023-03-30	0.013600	6lI21W76LD0S3vC55GrfSS	1	2	169912	0.2530	2kaH2Z8ezDUKf6fNw250rZ	afro-latin	audio_features	0oU30cCr8klmMsuOKHDLkh
1681	0.422	124.357	0.573	latin	-7.621	0.1020	0.693	Libianca	5	0.0678	76	https://api.spotify.com/v1/tracks/26b3oVLrRUaaybJulow9kz	spotify:track:26b3oVLrRUaaybJulow9kz	People	Afro-Latin Party	https://api.spotify.com/v1/audio-analysis/26b3oVLrRUaaybJulow9kz	26b3oVLrRUaaybJulow9kz	People	2022-12-06	0.000013	5Hmh6N8oisrcuZKa8EY5dn	0	10	184791	0.5510	26b3oVLrRUaaybJulow9kz	afro-latin	audio_features	0oU30cCr8klmMsuOKHDLkh
1682	0.725	105.016	0.711	latin	-8.315	0.1100	0.530	Omah Lay	4	0.0941	74	https://api.spotify.com/v1/tracks/1wADwLSkYhrSmy4vdy6BRn	spotify:track:1wADwLSkYhrSmy4vdy6BRn	Boy Alone	Afro-Latin Party	https://api.spotify.com/v1/audio-analysis/1wADwLSkYhrSmy4vdy6BRn	1wADwLSkYhrSmy4vdy6BRn	soso	2022-07-14	0.129000	5NLjxx8nRy9ooUmgpOvfem	0	3	183057	0.4240	1wADwLSkYhrSmy4vdy6BRn	afro-latin	audio_features	0oU30cCr8klmMsuOKHDLkh
1683	0.809	99.005	0.724	latin	-5.022	0.0765	0.606	Davido, FAVE	4	0.0929	69	https://api.spotify.com/v1/tracks/7vKXc90NT5WBm3UTT4iTVG	spotify:track:7vKXc90NT5WBm3UTT4iTVG	Timeless	Afro-Latin Party	https://api.spotify.com/v1/audio-analysis/7vKXc90NT5WBm3UTT4iTVG	7vKXc90NT5WBm3UTT4iTVG	KANTE (feat. Fave)	2023-03-30	0.000000	6lI21W76LD0S3vC55GrfSS	0	6	194040	0.1820	7vKXc90NT5WBm3UTT4iTVG	afro-latin	audio_features	0oU30cCr8klmMsuOKHDLkh
1684	0.642	83.389	0.463	latin	-4.474	0.0686	0.339	Future, Drake, Tems	4	0.3400	82	https://api.spotify.com/v1/tracks/59nOXPmaKlBfGMDeOVGrIK	spotify:track:59nOXPmaKlBfGMDeOVGrIK	I NEVER LIKED YOU	Afro-Latin Party	https://api.spotify.com/v1/audio-analysis/59nOXPmaKlBfGMDeOVGrIK	59nOXPmaKlBfGMDeOVGrIK	WAIT FOR U (feat. Drake & Tems)	2022-04-29	0.000000	6tE9Dnp2zInFij4jKssysL	1	1	189893	0.3140	59nOXPmaKlBfGMDeOVGrIK	afro-latin	audio_features	0oU30cCr8klmMsuOKHDLkh
1685	0.890	126.881	0.645	pop	-4.985	0.3760	0.421	Alan Walker, Ina Wroldsen	4	0.1280	69	https://api.spotify.com/v1/tracks/2GE3k8I0Sbh0puCjI15KGy	spotify:track:2GE3k8I0Sbh0puCjI15KGy	Barcelona	Scandi Pop	https://api.spotify.com/v1/audio-analysis/2GE3k8I0Sbh0puCjI15KGy	2GE3k8I0Sbh0puCjI15KGy	Barcelona	2024-06-13	0.000009	34yBJhr8zlBAHMEMSwrISN	1	6	205087	0.2590	2GE3k8I0Sbh0puCjI15KGy	scandi	audio_features	59z06GgF6TTDbm5cr1RZUC

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

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Most occurring blocks

Most frequent character per block

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Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category